The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R

by Yaé Ulrich Gaba and Colleen M. Farrelly

Book Overview

This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, and topological data analysis through practical application.

Whether you're a mathematician, seasoned data scientist, or marketing professional, you'll find The Shape of Data to be the perfect introduction to the critical interplay between the geometry of data structures and machine...

• Format: Paperback
• Language: English
• ISBN: 1718503083
• ISBN13: 9781718503083
• Release Date: September 2023
• Publisher: No Starch Press
• Length: 264 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.5" x 7.0" x 9.1"